partial_projector: Construct a partial projector

In bbuchsbaum/multivarious: Extensible Data Structures for Multivariate Analysis

Construct a partial projector

Description

Create a new projector instance restricted to a subset of input columns. This function allows for the generation of a new projection object that focuses only on the specified columns, enabling the projection of data using a limited set of variables.

Usage

partial_projector(x, colind, ...)

Arguments

x	The original projector instance, typically an object of class bi_projector or any other class that implements a partial_projector method
colind	A numeric vector of column indices to select in the projection matrix. These indices correspond to the variables used for the partial projector
...	Additional arguments passed to the underlying partial_projector method

Value

A new projector instance, with the same class as the original object, that is restricted to the specified subset of input columns

See Also

bi_projector for an example of a class that implements a partial_projector method

Examples

# Example with the bi_projector class
X <- matrix(rnorm(10*20), 10, 20)
svdfit <- svd(X)
p <- bi_projector(svdfit$v, s = svdfit$u %*% diag(svdfit$d), sdev=svdfit$d)

# Create a partial projector using only the first 10 variables
colind <- 1:10
partial_p <- partial_projector(p, colind)

bbuchsbaum/multivarious documentation built on April 15, 2024, 3:33 a.m.